How to delete volume with available status and attached to

Somehow I got a large number of cinder volumes in available status but have an instance ID in its "attached to". The instance of the instance ID has been deleted in nova.
I know this is a bug to enter that state. But with it, how can I delete the volume in this state?
By the way, I have tried 'force-delete' and that does not allow me to delete it.